Using Support Vector Machine To Detect Unknown Computer Viruses

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Using Support Vector Machine to Detect Unknown Computer ...

    https://www.researchgate.net/publication/245574461_Using_Support_Vector_Machine_to_Detect_Unknown_Computer_Viruses
    Using Support Vector Machine to Detect Unknown Computer Viruses. ... A classification model using a support vector machine was built to predict …

Detecting unknown computer worm activity via support ...

    http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.309.8977&rep=rep1&type=pdf
    decisions and policies, such as disconnecting a single computer or a cluster, can then be implemented. The goal of this study is to assess the viability of employing support vector machines (SVM) in an individual computer host to detect unknown worms based on their behavior (measurements), and examine whether selective sampling can

A Research of Virus Detection Combined Dynamic and Static ...

    https://www.scientific.net/AMR.187.625
    we present a virus detection system based on the D-S theory of evidence, in which the dynamic and static analysis methods are combined. The detection engine applies two types of classifier, support vector amchine and probabilistic neural network to detect the virus. For SVM classifier, we extract the feature vector by monitoring the samples.Author: Chun Yu Miao, Li Na Chen

(PDF) A Novel Approach for Malware Detection based on ...

    https://www.researchgate.net/publication/282848304_A_Novel_Approach_for_Malware_Detection_based_on_Evolutionary_Strategy
    A Novel Approach for Malware Detection based on Evolutionary Strategy. ... Computer Viruses,” i n International Journal of ... Using Support Vector Machine to Detect Unknown Computer Viruses.

Support Vector Machines and Metamorphic Malware Detection

    http://scholarworks.sjsu.edu/cgi/viewcontent.cgi?article=1409&context=etd_projects
    San Jose State University SJSU ScholarWorks Master's Projects Master's Theses and Graduate Research Spring 5-26-2015 Support Vector Machines and Metamorphic

Detection of Malware and Malicious Executables Using E ...

    https://thesai.org/Downloads/Volume7No1/Paper_18-Detection_of_Malware_and_Malicious_Executables.pdf
    Detection of Malware and Malicious Executables Using E-Birch Algorithm Dr. Ashit Kumar Dutta ... Support Vector Machine to Detect Unknown Computer Viruses," ... 2006. Detection of Malware and Malicious Executables Using E-Birch Algorithm ...



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